Director, AI Engineer

Job Description:

Role Summary

Lead dentsu's applied AI engineering team for the Data Experience practice. You will own the full stack of what we ship: web applications, the agentic harness underneath them, and model hosting and observability on Databricks. You will manage a senior India-based team of AI developers and full-stack engineers, set the engineering standard, and stay hands-on in the code. This is a builder-leader role: you design supervisor graphs, review pull requests, tune context and token budgets, and ship agentic products that run in production, not demos.

Key Responsibilities

• Lead and develop a senior India-based AI engineering team — two Directors and three Senior Managers (AI developers), two full-stack engineers, and a front-end developer; set priorities, run delivery across time zones, and grow the bench

• Build full-stack web applications end to end — Python services, APIs, and modern front ends that put agentic capability in front of internal teams and clients

• Engineer the agentic harness — the runtime layer that manages tool calling, state, memory, retries, guardrails, human-in-the-loop checkpoints, and evaluation for every agent we ship

• Design multi-agent systems in LangGraph — supervisor node structures, sub-agent routing, agent-to-agent (A2A) communication, and shared state across long-running workflows

• Ship agentic features inside web apps — embedded assistants, tool-using workflows, and streaming UX that feel native to the product rather than bolted on

• Own context engineering — what goes into the context window, when, and why: retrieval, summarization and compaction, tool-result shaping, and memory strategy

• Drive token management and optimization — prompt caching, model routing by task, context budgets, and per-feature cost and latency tracking

• Host and operate models and agents on Databricks — Model Serving, Unity Catalog governance, and MLflow 3 tracing and evaluation for end-to-end observability

• Set the AI-native development standard — Claude Code, Cursor, and Codex as daily tools; codify rules, prompts, and review practices so the team ships faster without sacrificing quality

• Run engineering hygiene through GitHub — branching strategy, code review, CI/CD with GitHub Actions, automated testing, and environment promotion from dev to production

• Partner with product, data engineering, and client teams — translate business problems into agent designs and explain trade-offs to non-technical stakeholders

Required Qualifications

• 8+ years in software engineering, including 2+ years building LLM-powered or agentic systems in production, with experience leading senior engineers

• Strong hands-on experience with the Claude Agent SDK or the OpenAI Agents SDK (or equivalent) — building and shipping agents, not just calling a completions endpoint

• Proven experience engineering agentic harnesses — tool orchestration, state management, error recovery, guardrails, and evaluation

• Deep context engineering skills, including token management and optimization and prompt caching strategies

• Expert Python and strong LangGraph experience, including supervisor and multi-agent patterns and agent-to-agent communication

• Comfortable building full-stack web applications — Python backends (FastAPI or similar), REST and streaming APIs, and a modern JavaScript front end (React / Next.js or similar)

• Experience deploying models and agents on Databricks with MLflow, including MLflow 3 tracing and evaluation for observability

• Fluent with AI coding tools — Claude Code, Cursor, or Codex as part of your daily workflow, and able to teach others to use them well

• Solid DevOps fundamentals on GitHub — CI/CD pipelines, GitHub Actions, code review, testing, and secrets and environment management

• Track record managing distributed or offshore engineering teams across time zones

Preferred Qualifications

• Data engineering background — Spark / PySpark, lakehouse architecture, SQL, and working with governed gold data products

• Experience building Model Context Protocol (MCP) servers or implementing the A2A protocol

• LLM evaluation practice — offline eval sets, LLM-as-judge, and regression testing for prompts and agents

• Experience with Databricks Apps and Lakebase (Postgres)

• Experience in media, advertising technology, or marketing analytics environments

Additional Information

The annual salary range for this position is $94,000 - $170,000. Placement within the salary range is based on a variety of factors, including relevant experience, knowledge, skills, and other factors permitted by law.

Benefits available with this position include:

• Medical, vision, and dental insurance,

• Life insurance,

• Short-term and long-term disability insurance,

• 401k,

• Flexible paid time off,

• At least 15 paid holidays per year,

• Paid sick and safe leave, and

• Paid parental leave.

Dentsu also complies with applicable state and local laws regarding employee leave benefits, including, but not limited to providing time off pursuant to the Colorado Healthy Families and Workplaces Act, in accordance with its plans and policies. For further details regarding Dentsu benefits, please visit www.dentsubenefitsplus.com.

At dentsu, we believe great work happens when we’re connected. Our way of working combines flexibility with in-person collaboration to spark ideas and strengthen our teams. Employees who live within a commutable distance of one of our hub offices, currently located in Chicago, metro Detroit, Los Angeles, and New York City, are required and expected to work from the office three days per week (two days per week for employees based in Los Angeles). Dentsu may designate other Hub offices at any time. Those who live outside a commutable range may be designated as remote, depending on the role and business needs. Regardless of your work location, we expect our employees to be flexible to meet the needs of our Company and clients, which may include attendance in an office.

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About dentsu

For over 120 years, innovation has been a core tenet of our offering – exploring new ways to reach, engage and nurture relationships with audiences. Together we drive a multiplier effect for clients at a global scale, through the development of Integrated Growth Solutions that are underpinned by our promise to clients: innovating to impact.

Be a force for good. Sustainability is a vital part of our business and an important area of focus for our clients. We’re leading the way – helping to build a more sustainable planet.

Dream loud. In this moment of transformation, we need our people to be fearless, embracing change and ambiguity, driven by the love for their work and excitement for the future.

Team without limits. We create opportunities for connection and collaboration between our colleagues and clients, building a sense of belonging and having some fun along the way.

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